CN109872277A - Information processing method and device - Google Patents
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- CN109872277A CN109872277A CN201711260738.1A CN201711260738A CN109872277A CN 109872277 A CN109872277 A CN 109872277A CN 201711260738 A CN201711260738 A CN 201711260738A CN 109872277 A CN109872277 A CN 109872277A
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Abstract
The embodiment of the present application discloses information processing method and device.One specific embodiment of this method includes: to obtain information to be processed, wherein information to be processed includes image to be processed, and image to be processed includes the region in the region of shown article and the object of the shown article of clamping；The region of the object of the shown article of clamping in image to be processed is identified using image recognition technology；Remove the region of the object of the shown article of clamping in image to be processed；The region that is removed in image to be processed is repaired, the image after being repaired；The information after repairing is generated using the image after reparation.Information after repairing in the embodiment can the shown article of displaying without dead angle.
Description
Technical field
The invention relates to field of computer technology, and in particular at Internet technical field more particularly to information
Manage method and apparatus.
Background technique
With the development of e-commerce and development of Mobile Internet technology and business, with the intelligent terminals such as mobile phone purchase article at
The consumption habit of more and more people.Currently, intelligent terminal can show the information such as picture, text, the video of article to user, with
The various attribute informations of article are obtained for user.
Currently, the ways of presentation of article appearance includes following several: the first, multiple in different angle shooting article are static
Image, so that user browses the article appearance of multiple angles；The second, multiple still images of the article of different angle shooting are utilized
3D modeling is carried out, so that user browses the 3D model of article；Article is placed on turntable by third, and it is small to rotate horizontally 360 degree of recordings
Video, so that user checks the article appearance of different angle in video.
Summary of the invention
The purpose of the embodiment of the present application is to propose a kind of information processing method and device.
In a first aspect, the embodiment of the present application provides a kind of information processing method, this method comprises: obtaining letter to be processed
Breath, wherein information to be processed includes image to be processed, and image to be processed includes region and the clamping institute's display material of shown article
The region of the object of product；The area of the object of the shown article of clamping in image to be processed is identified using image recognition technology
Domain；Remove the region of the object of the shown article of clamping in image to be processed；To in image to be processed be removed region into
Row is repaired, the image after being repaired；The information after repairing is generated using the image after reparation.
In some embodiments, image to be processed includes background area；And region is removed in image to be processed
It is repaired, comprising: be removed the regional area that region includes background area in response to determination, acquire the background of image to be processed
Area information；It is repaired using regional area of the background area information to background area.
In some embodiments, the region that is removed in image to be processed is repaired, comprising: gone in response to determination
Except region includes the first partial region in the region of shown article, acquire in the region of shown article with first partial region
Second local region information of the second adjacent regional area；First partial region is repaired using the second local region information
It is multiple.
In some embodiments, the object for clamping shown article is manpower；And it is identified using image recognition technology
The region of the object of the shown article of clamping in image to be processed, comprising: extract the Skin Color Information of manpower；Utilize Skin Color Information
Each pixel of image to be processed is identified, identification make in image to be processed with the consistent pixel of Skin Color Information,
With the region of the manpower in determination image to be processed.
In some embodiments, the region that is removed in image to be processed is repaired, comprising: calculated by Rapid matching
Method repairs the region that is removed in image to be processed.
In some embodiments, information to be processed is video to be processed, image to be processed be in video to be processed at least
One frame image to be processed；And the information after repairing is generated using the image after repairing, comprising: utilize at least frame after repairing
Image replaces at least frame image to be processed in video to be processed, to generate the video after repairing.
Second aspect, the embodiment of the present application provide a kind of information processing unit, which includes: acquiring unit, configuration
For obtaining information to be processed, wherein information to be processed includes image to be processed, and image to be processed includes the area of shown article
The region of the object of domain and the shown article of clamping；Recognition unit is configured to identify using image recognition technology to be processed
The region of the object of the shown article of clamping in image；Removal unit is configured to remove the clamping institute in image to be processed
Show the region of the object of article；Unit is repaired, is configured to repair the region that is removed in image to be processed, obtain
Image after reparation；Generation unit is configured to generate the information after repairing using the image after repairing.
In some embodiments, image to be processed includes background area；And repairing unit includes: that the first acquisition is single
Member is configured to be removed the regional area that region includes background area in response to determination, acquires the background area of image to be processed
Domain information；First repairs subelement, is configured to repair using regional area of the background area information to background area.
In some embodiments, repairing unit includes: the second acquisition subelement, is configured to be removed area in response to determination
Domain includes the first partial region in the region of shown article, is acquired adjacent with first partial region in the region of shown article
The second regional area the second local region information；Second repairs subelement, is configured to utilize the second local region information
First partial region is repaired.
In some embodiments, the object for clamping shown article is manpower；And recognition unit includes: to extract son list
Member is configured to extract the Skin Color Information of manpower；It identifies subelement, is configured to using Skin Color Information to the every of image to be processed
A pixel identified, identification make in image to be processed with the consistent pixel of Skin Color Information, with determination image to be processed
In manpower region.
In some embodiments, it repairs unit to be further configured to: by Fast Match Algorithm in image to be processed
The region that is removed repaired.
In some embodiments, information to be processed is video to be processed, image to be processed be in video to be processed at least
One frame image to be processed；And repair unit and be further configured to: being replaced using at least frame image after repairing to be processed
At least frame image to be processed in video, to generate the video after repairing.
The third aspect, the embodiment of the present application provide a kind of electronic equipment, which includes: one or more processing
Device；Storage device, for storing one or more programs；When one or more programs are executed by one or more processors, make
Obtain method of the one or more processors realization as described in implementation any in first aspect.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, are stored thereon with computer journey
Sequence realizes the method as described in implementation any in first aspect when the computer program is executed by processor.
Information processing method and device provided by the embodiments of the present application identify image to be processed by image recognition technology
In the shown article of clamping object region；The area of the object of the shown article of clamping in image to be processed is removed later
Domain；Then the region that is removed in image to be processed is repaired, thus the image after being repaired；It finally utilizes after repairing
Image generate repair after information.To allow displaying shown article of the information without dead angle after repairing.
Detailed description of the invention
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, the application's is other
Feature, objects and advantages will become more apparent upon:
Fig. 1 is that the embodiment of the present application can be applied to exemplary system architecture figure therein；
Fig. 2 is the flow chart according to one embodiment of the information processing method of the application；
Fig. 3 is the schematic diagram according to an application scenarios of the information processing method of the application；
Fig. 4 is the flow chart according to another embodiment of the information processing method of the application；
Fig. 5 is the structural schematic diagram according to one embodiment of the information processing unit of the application；
Fig. 6 is adapted for the structural schematic diagram for the computer system for realizing the electronic equipment of the embodiment of the present application.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
Convenient for description, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 is shown can be using the information processing method of the embodiment of the present application or the exemplary system of information processing unit
Framework 100.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network 104 and server 105.
Network 104 between terminal device 101,102,103 and server 105 to provide the medium of communication link.Network 104 can be with
Including various connection types, such as wired, wireless communication link or fiber optic cables etc..
The image or video that terminal device 101,102,103 shoots article can be used in user, and passes through network 104 for institute
The image or video of the article of shooting are sent in server 105.Terminal device 101,102,103 can be with various functions
Terminal device, such as camera function, camera function etc..
Terminal device 101,102,103 can be various electronic equipments, including but not limited to smart phone, tablet computer,
Pocket computer on knee, camera, video camera and camera etc..
Server 105 can provide various services, such as server 105 can be obtained to from terminal device 101,102,103
The data such as the information to be processed got carry out the processing such as analyzing, and generate processing result (such as information after repairing).
It should be noted that information processing method provided by the embodiment of the present application is generally executed by server 105, accordingly
Ground, information processing unit are generally positioned in server 105.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.It should be noted that being deposited in advance in information to be processed
In the case that storage is in server 105, system architecture 100 can be not provided with terminal device 101,102,103.
With continued reference to Fig. 2, it illustrates the processes 200 according to one embodiment of the information processing method of the application.It should
Information processing method, comprising the following steps:
Step 201, information to be processed is obtained.
In the present embodiment, the electronic equipment (such as server 105 shown in FIG. 1) of information processing method operation thereon
Can from local or communicate with connection terminal device (such as terminal device shown in FIG. 1 101,102,103) obtain to
Handle information.Wherein, information to be processed can be the image or video shot by mobile phone, camera, video camera or camera.It is logical
Often, for the appearance of comprehensive displaying article, information to be processed, which can be, clamps article progress all angles rotation by object
Turn captured image or video.Information to be processed may include image to be processed, and image to be processed may include institute's display material
The region of the object in the region and the shown article of clamping of product.
Step 202, the area of the object of the shown article of clamping in image to be processed is identified using image recognition technology
Domain.
In the present embodiment, based on information to be processed acquired in step 201, electronic equipment can use image recognition skill
Art identifies the region of the object of the shown article of clamping in image to be processed.Wherein, image recognition technology is artificial intelligence
A key areas, can to image carry out Object identifying, to identify the target of various different modes and to the technology of picture.It is real
In trampling, image to be processed be light source is more sufficient, plain background in the case where captured image, therefore, in image usually
Only have different characteristics comprising shown article with the two objects of the object of shown article, the two objects are clamped, and
Feature gap is larger, therefore according to the feature for the object for clamping shown article, can quickly recognize out in image to be processed
The shown article of clamping object region.
In some optional implementations of the present embodiment, the case where object of shown article is manpower is being clamped
Under, electronic equipment can extract the Skin Color Information of manpower first；Then using Skin Color Information to each pixel of image to be processed
Point identified, identification make in image to be processed with the consistent pixel of Skin Color Information, with the people in determination image to be processed
The region of hand.Wherein, Skin Color Information can also be shown good as a kind of important feature in the case where manpower shift in position
Stability, can be good at distinguishing with the background of image to be processed.Light source is more sufficient, plain background in the case where,
The tone of manpower skin is almost the same, therefore the area that the manpower in image to be processed is determined using colouring information may be implemented
Domain.As an example, electronic equipment can firstly generate the image array of image to be processed；Then each member of image array is determined
Whether element meets preset condition, if meeting preset condition, it is determined that point corresponding to the element belongs to the region of manpower, if discontented
Sufficient preset condition, it is determined that point corresponding to the element is not belonging to the region of manpower.Wherein, the row correspondence image of image array
Height, the width of the column correspondence image of image array, the pixel of the element correspondence image of image array.In the feelings that image is color image
Under condition, the element of image array corresponds to the RGB of color image (Red Green Blue, RGB) value.In general, human eyesight institute
Can perception all colours be by red (R), green (G), blue (B) three Color Channels variation and they between each other
Superposition obtain.
Step 203, the region of the object of the shown article of clamping in image to be processed is removed.
In the present embodiment, the region of the object of the shown article of clamping identified based on step 202, electronic equipment
The region of the object of the shown article of clamping in image to be processed can be removed.As an example, electronic equipment can directly by
The region of the object of shown article is clamped to remove from stingy in image to be processed.
Step 204, the region that is removed in image to be processed is repaired, the image after being repaired.
In the present embodiment, electronic equipment can use image restoration technology and carry out to region is removed in image to be processed
It repairs, thus the image after being repaired.Specifically, removal can be clamped the region of the object of shown article by electronic equipment
Image to be processed as breakage image, then using traditional fine arts production and camera work or use computer graphical
Image technique repairs breakage image on the basis of keeping original style as far as possible.For example, adjustable shadow/bloom with
Improve image display effect, the background area information filling that also can use image to be processed is removed region.
In some optional implementations of the present embodiment, electronic equipment can pass through Fast Match Algorithm (Fast
Matching Method, FMM) region that is removed in image to be processed is repaired.Wherein, FMM is based on the idea that be first
The pixel being removed in edges of regions is handled, is then inwardly promoted layer by layer, until having repaired all pixels.
Step 205, the information after repairing is generated using the image after reparation.
In the present embodiment, based on the image after reparation obtained in step 204, after reparation can be generated in electronic equipment
Information.
It is the article in different angle shooting in information to be processed in some optional implementations of the present embodiment
Multiple still images, in the case that image to be processed is an at least width still image therein, electronic equipment can use reparation
Image afterwards replaces at least width still image in multiple still images for the article that different angle is shot, and is repaired with generating
Image afterwards.Because there is no the regions for the object for clamping shown article in the image after repairing, the figure after repairing
The article shown as in will not be blocked by any object, to allow displaying institute display material of the image without dead angle after repairing
Product.
It is video to be processed, image to be processed in information to be processed in some optional implementations of the present embodiment
In the case where being at least frame image to be processed in video to be processed, electronic equipment can use at least frame figure after repairing
As replacing at least frame image to be processed in video to be processed, to generate the video after repairing.Video after reparation can be
The small video of comprehensive displaying article, and the article shown in the video after reparation will not be blocked by any object.Compared to
The small video of 360 degree of recordings is rotated horizontally, the video after reparation can show the top and bottom of article, to make after repairing
Video can the shown article of displaying without dead angle；Compared to the 3D model of article, the workload of the video after being repaired is more
Small, the time is shorter.
With continued reference to the schematical application scenarios that Fig. 3, Fig. 3 are according to the information processing method of the present embodiment.?
In the application scenarios of Fig. 3, firstly, the available image 301 using hand-held cup captured by camera of server；Then, it takes
The image recognition technology that business device can use identifies the manpower region in the image 301 of hand-held cup, and removes hand-held cup
Manpower region in image 301 obtains the image 302 in removal manpower region；Finally, server can use removal manpower region
Image 302 in background information filling removal manpower region image 302 in be removed region, the image after being repaired
303。
Information processing method provided by the embodiments of the present application identifies the folder in image to be processed by image recognition technology
Hold the region of the object of shown article；The region of the object of the shown article of clamping in image to be processed is removed later；So
The region that is removed in image to be processed is repaired afterwards, thus the image after being repaired；Finally utilize the figure after repairing
As generating the information after repairing.To allow displaying shown article of the information without dead angle after repairing.
With further reference to Fig. 4, it illustrates the processes 400 of another embodiment of information processing method.The information processing
The process 400 of method, comprising the following steps:
Step 401, information to be processed is obtained.
In the present embodiment, the electronic equipment (such as server 105 shown in FIG. 1) of information processing method operation thereon
Can from local or communicate with connection terminal device (such as terminal device shown in FIG. 1 101,102,103) obtain to
Handle information.Wherein, information to be processed can be the image or video shot by mobile phone, camera, video camera or camera.It is logical
Often, for the appearance of comprehensive displaying article, information to be processed, which can be, clamps article progress all angles rotation by object
Turn captured image or video.Information to be processed may include image to be processed, and image to be processed may include institute's display material
The region of the object in the region and the shown article of clamping of product.
Step 402, the area of the object of the shown article of clamping in image to be processed is identified using image recognition technology
Domain.
In the present embodiment, based on information to be processed acquired in step 401, electronic equipment can use image recognition skill
Art identifies the region of the object of the shown article of clamping in image to be processed.Wherein, image recognition technology is artificial intelligence
A key areas, can to image carry out Object identifying, to identify the target of various different modes and to the technology of picture.It is real
In trampling, image to be processed be light source is more sufficient, plain background in the case where captured image, therefore, in image usually
Only have different characteristics comprising shown article with the two objects of the object of shown article, the two objects are clamped, and
Feature gap is larger, therefore according to the feature for the object for clamping shown article, can quickly recognize out in image to be processed
The shown article of clamping object region.
Step 403, the region of the object of the shown article of clamping in image to be processed is removed.
In the present embodiment, the region of the object of the shown article of clamping identified based on step 402, electronic equipment
The region of the object of the shown article of clamping in image to be processed can be removed first；Then step 404 and/or step are executed
404'.As an example, electronic equipment can directly will the shown article of clamping object region from stingy in image to be processed
It removes.
Step 404, it is removed the regional area that region includes background area in response to determination, acquires the back of image to be processed
Scenic spot domain information.
In the present embodiment, electronic equipment can determine be removed region whether include background area regional area,
Determine that electronic equipment can acquire the background of image to be processed in the case where being removed the regional area that region includes background area
Area information.In practice, image to be processed be light source is more sufficient, plain background in the case where captured image, therefore
Image to be processed generally includes background area.Wherein, background area information can include but is not limited to: the color of background area,
The brightness of background area, the texture of background area etc..
Step 405, it is repaired using regional area of the background area information to background area.
In the present embodiment, it is based on step 404 background area information collected, electronic equipment can use background area
Information repairs the regional area of background area.For example, can use the background area information filling back of image to be processed
The regional area of scene area.
In some optional implementations of the present embodiment, electronic equipment can be by FMM to the part of background area
It is repaired in region.Specifically, electronic equipment can acquire the pixel of background area, first be replaced using the pixel of background area
The pixel on the edge of the regional area of background area is changed, is then promoted layer by layer, until having repaired all pixels.
Step 404' is removed the first partial region in the region that region includes shown article, acquisition in response to determining
Second local region information of second regional area adjacent with first partial region in the region of shown article.
In the present embodiment, electronic equipment can determine be removed region whether include shown article region first
Regional area, in the case where determining that being removed region includes first partial region, electronic equipment can acquire shown article
Region in second regional area adjacent with first partial region the second local region information.Wherein, the second regional area
It is the neighborhood in first partial region, in general, first partial region and the second regional area feature having the same, the second partial zones
Domain information can include but is not limited to: the color of the second regional area, the brightness of the second regional area, the second regional area line
Reason etc..
Step 405' repairs first partial region using the second local region information.
In the present embodiment, it is based on step 404' the second local region information collected, electronic equipment can use the
Two local region informations repair first partial region.For example, can use the second local region information filling first game
Portion region.
In some optional implementations of the present embodiment, electronic equipment can by FMM to first partial region into
Row is repaired.Specifically, electronic equipment can acquire the pixel of the second regional area, first using the pixel of the second regional area
The pixel on the edge in first partial region is replaced, is then promoted layer by layer, until having repaired all pixels.
Step 406, the information after repairing is generated using the image after reparation.
In the present embodiment, the image after the obtained reparation of reparation based on step 405 and/or step 405', electronics
The information after repairing can be generated in equipment.
It should be noted that the present embodiment may be performed simultaneously step 404-405 and step 404'-405', it can also be only
One of step 404-405 and step 404'-405' are executed, the present embodiment is not limited this.
Figure 4, it is seen that compared with the corresponding embodiment of Fig. 2, the process of the information processing method in the present embodiment
400 highlight to being removed the step of region is repaired.The scheme of the present embodiment description is repaired using background area information as a result,
It is removed the regional area of the background area in region again, is removed in region, institute using the second local region information reparation
The first partial region in the region of article is shown, to keep the image after repairing truer.
With further reference to Fig. 5, as the realization to method shown in above-mentioned each figure, this application provides a kind of information processing apparatus
The one embodiment set, the Installation practice is corresponding with embodiment of the method shown in Fig. 2, which specifically can be applied to respectively
In kind electronic equipment.
As shown in figure 5, the information processing unit 500 of the present embodiment may include: acquiring unit 501, recognition unit 502,
Removal unit 503 repairs unit 504 and generation unit 505.Wherein, acquiring unit 501 are configured to obtain information to be processed,
Wherein, information to be processed includes image to be processed, and image to be processed includes region and the shown article of clamping of shown article
Object region；Recognition unit 502 is configured to identify the clamping institute exhibition in image to be processed using image recognition technology
Show the region of the object of article；Removal unit 503 is configured to remove the object of the shown article of clamping in image to be processed
Region；Unit 504 is repaired, is configured to repair the region that is removed in image to be processed, the figure after being repaired
Picture；Generation unit 505 is configured to generate the information after repairing using the image after repairing.
In the present embodiment, in information processing unit 500: acquiring unit 501, removal unit 503, is repaired recognition unit 502
The specific processing of multiple unit 504 and generation unit 505 and its brought technical effect can be respectively with reference in Fig. 2 corresponding embodiments
Step 201, step 202, step 203, the related description of step 204 and step 205, details are not described herein.
In some optional implementations of the present embodiment, image to be processed may include background area, and repair
Unit may include: the first acquisition subelement (not shown), be configured in response to determining that being removed region includes background
The regional area in region acquires the background area information of image to be processed；First repairs subelement (not shown), and configuration is used
It is repaired in using regional area of the background area information to background area.
In some optional implementations of the present embodiment, repairing unit may include: the second acquisition subelement (in figure
It is not shown), it is configured to be removed the first partial region in the region that region includes shown article in response to determining, acquires institute
Show the second local region information of the second regional area adjacent with first partial region in the region of article；Second repairs son
Unit (not shown) is configured to repair first partial region using the second local region information.
In some optional implementations of the present embodiment, the object for clamping shown article can be manpower, and
Recognition unit 502 may include: to extract subelement (not shown), be configured to extract the Skin Color Information of manpower；Identification
Unit (not shown) is configured to be identified using each pixel of the Skin Color Information to image to be processed, identifies and determine
Out in image to be processed with the consistent pixel of Skin Color Information, with the region of the manpower in determination image to be processed.
In some optional implementations of the present embodiment, repairing unit 504 can be further configured to: by fast
Fast matching algorithm repairs the region that is removed in image to be processed.
In some optional implementations of the present embodiment, information to be processed can be video to be processed, figure to be processed
As can be at least frame image to be processed in video to be processed；And reparation unit 504 can be further configured to: benefit
At least frame image to be processed in video to be processed is replaced at least frame image after reparation, to generate the view after repairing
Frequently.
Below with reference to Fig. 6, it illustrates the computer systems 600 for the electronic equipment for being suitable for being used to realize the embodiment of the present application
Structural schematic diagram.Electronic equipment shown in Fig. 6 is only an example, function to the embodiment of the present application and should not use model
Shroud carrys out any restrictions.
As shown in fig. 6, computer system 600 includes central processing unit (CPU) 601, it can be read-only according to being stored in
Program in memory (ROM) 602 or be loaded into the program in random access storage device (RAM) 603 from storage section 608 and
Execute various movements appropriate and processing.In RAM 603, also it is stored with system 600 and operates required various programs and data.
CPU 601, ROM 602 and RAM 603 are connected with each other by bus 604.Input/output (I/O) interface 605 is also connected to always
Line 604.
I/O interface 605 is connected to lower component: the importation 606 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 607 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 608 including hard disk etc.；
And the communications portion 609 of the network interface card including LAN card, modem etc..Communications portion 609 via such as because
The network of spy's net executes communication process.Driver 610 is also connected to I/O interface 605 as needed.Detachable media 611, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 610, in order to read from thereon
Computer program be mounted into storage section 608 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description
Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer-readable medium
On computer program, which includes the program code for method shown in execution flow chart.In such reality
It applies in example, which can be downloaded and installed from network by communications portion 609, and/or from detachable media
611 are mounted.When the computer program is executed by central processing unit (CPU) 601, limited in execution the present processes
Above-mentioned function.It should be noted that computer-readable medium described herein can be computer-readable signal media or
Computer readable storage medium either the two any combination.Computer readable storage medium for example can be --- but
Be not limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.
The more specific example of computer readable storage medium can include but is not limited to: have one or more conducting wires electrical connection,
Portable computer diskette, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only deposit
Reservoir (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory
Part or above-mentioned any appropriate combination.In this application, computer readable storage medium, which can be, any include or stores
The tangible medium of program, the program can be commanded execution system, device or device use or in connection.And
In the application, computer-readable signal media may include in a base band or the data as the propagation of carrier wave a part are believed
Number, wherein carrying computer-readable program code.The data-signal of this propagation can take various forms, including but not
It is limited to electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be computer
Any computer-readable medium other than readable storage medium storing program for executing, the computer-readable medium can send, propagate or transmit use
In by the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc., Huo Zheshang
Any appropriate combination stated.
The calculating of the operation for executing the application can be write with one or more programming languages or combinations thereof
Machine program code, described program design language include object oriented program language-such as Java, Smalltalk, C+
+, further include conventional procedural programming language-such as " C " language or similar programming language.Program code can
Fully to execute, partly execute on the user computer on the user computer, be executed as an independent software package,
Part executes on the remote computer or executes on a remote computer or server completely on the user computer for part.
In situations involving remote computers, remote computer can pass through the network of any kind --- including local area network (LAN)
Or wide area network (WAN)-is connected to subscriber computer, or, it may be connected to outer computer (such as utilize Internet service
Provider is connected by internet).
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the application, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of the module, program segment or code include one or more use
The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box
The function of note can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are actually
It can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it to infuse
Meaning, the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart can be with holding
The dedicated hardware based system of functions or operations as defined in row is realized, or can use specialized hardware and computer instruction
Combination realize.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard
The mode of part is realized.Described unit also can be set in the processor, for example, can be described as: a kind of processor packet
It includes acquiring unit, recognition unit, removal unit, repair unit and generation unit.Wherein, the title of these units is in certain situation
Under do not constitute restriction to the unit itself, for example, acquiring unit is also described as " obtaining the list of information to be processed
Member ".
As on the other hand, present invention also provides a kind of computer-readable medium, which be can be
Included in electronic equipment described in above-described embodiment；It is also possible to individualism, and without in the supplying electronic equipment.
Above-mentioned computer-readable medium carries one or more program, when said one or multiple programs are held by the electronic equipment
When row, so that the electronic equipment: obtaining information to be processed, wherein information to be processed includes image to be processed, image packet to be processed
It includes the region of shown article and clamps the region of the object of shown article；Figure to be processed is identified using image recognition technology
The region of the object of the shown article of clamping as in；Remove the area of the object of the shown article of clamping in image to be processed
Domain；The region that is removed in image to be processed is repaired, the image after being repaired；It is repaired using the image generation after reparation
Information after multiple.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the art
Member is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic
Scheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent feature
Any combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed herein
Can technical characteristic replaced mutually and the technical solution that is formed.
Claims (14)
1. a kind of information processing method, which comprises
Obtain information to be processed, wherein the information to be processed includes image to be processed, and the image to be processed includes being shown
The region of the object in the region and the shown article of clamping of article；
The region of the object of the shown article of clamping in the image to be processed is identified using image recognition technology；
Remove the region of the object of the shown article of clamping in the image to be processed；
The region that is removed in the image to be processed is repaired, the image after being repaired；
The information after repairing is generated using the image after the reparation.
2. according to the method described in claim 1, wherein, the image to be processed includes background area；And
It repairs in the region that is removed in the image to be processed, comprising:
In response to being removed the regional area that region includes the background area described in determination, the back of the image to be processed is acquired
Scenic spot domain information；
The regional area of the background area is repaired using the background area information.
3. according to the method described in claim 2, wherein, the region that is removed in the image to be processed is repaired
It is multiple, comprising:
The first partial region in the region for including shown article in response to being removed region described in determination acquires shown article
Region in second regional area adjacent with the first partial region the second local region information；
The first partial region is repaired using second local region information.
4. according to the method described in claim 1, wherein, the object for clamping shown article is manpower；And
The region of the object that the shown article of clamping in the image to be processed is identified using image recognition technology, packet
It includes:
Extract the Skin Color Information of the manpower；
It is identified using each pixel of the Skin Color Information to the image to be processed, the figure to be processed is made in identification
As in the consistent pixel of the Skin Color Information, with the region of the manpower in the determination image to be processed.
5. method described in one of -4 according to claim 1, wherein it is described in the image to be processed be removed region into
Row is repaired, comprising:
The region that is removed in the image to be processed is repaired by Fast Match Algorithm.
6. according to the method described in claim 1, wherein, the information to be processed is video to be processed, the image to be processed
It is at least frame image to be processed in the video to be processed；And
The image using after the reparation generates the information after repairing, comprising:
At least frame image to be processed in the video to be processed is replaced using at least frame image after reparation, is repaired with generating
Video after multiple.
7. a kind of information processing unit, described device include:
Acquiring unit is configured to obtain information to be processed, wherein the information to be processed includes image to be processed, it is described to
Processing image includes the region in the region of shown article and the object of the shown article of clamping；
Recognition unit is configured to identify the shown article of clamping in the image to be processed using image recognition technology
The region of object；
Removal unit is configured to remove the region of the object of the shown article of clamping in the image to be processed；
Unit is repaired, is configured to repair the region that is removed in the image to be processed, the image after being repaired；
Generation unit is configured to generate the information after repairing using the image after the reparation.
8. device according to claim 7, wherein the image to be processed includes background area；And
The reparation unit includes:
First acquisition subelement, is configured in response to being removed the partial zones that region includes the background area described in determination
Domain acquires the background area information of the image to be processed；
First repairs subelement, is configured to repair the regional area of the background area using the background area information
It is multiple.
9. device according to claim 8, wherein the reparation unit includes:
Second acquisition subelement, be configured in response to being removed region described in determination include the region of shown article first
Regional area acquires the second part of the second regional area adjacent with the first partial region in the region of shown article
Area information；
Second repairs subelement, is configured to repair the first partial region using second local region information
It is multiple.
10. device according to claim 7, wherein the object of the shown article of clamping is manpower；And
The recognition unit includes:
Subelement is extracted, is configured to extract the Skin Color Information of the manpower；
It identifies subelement, is configured to identify using each pixel of the Skin Color Information to the image to be processed,
Identification make in the image to be processed with the consistent pixel of the Skin Color Information, with the people in the determination image to be processed
The region of hand.
11. the device according to one of claim 7-10, wherein the reparation unit is further configured to:
The region that is removed in the image to be processed is repaired by Fast Match Algorithm.
12. device according to claim 7, wherein the information to be processed is video to be processed, the image to be processed
It is at least frame image to be processed in the video to be processed；And
The reparation unit is further configured to:
At least frame image to be processed in the video to be processed is replaced using at least frame image after reparation, is repaired with generating
Video after multiple.
13. a kind of electronic equipment, the electronic equipment include:
One or more processors；
Storage device, for storing one or more programs；
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
Now such as method as claimed in any one of claims 1 to 6.
14. a kind of computer readable storage medium, is stored thereon with computer program, wherein the computer program is processed
Such as method as claimed in any one of claims 1 to 6 is realized when device executes.
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Application publication date: 20190611 |